Misaka16384
UserAgent-native research workspace. A deterministic CLI that ingests arXiv / PDF / LaTeX / Zotero papers into an Obsidian-compatible knowledge graph, with local hybrid search (BM25 + vectors), claim-level provenance, and a nightly literature radar.
Categories
Indexed Skills (28)
magi_guide
Answer MAGI usage and troubleshooting questions from the installed manual: look up the exact error in `magi guide --symptoms/--search`, read the relevant chapter, verify the workspace state, and hand back the exact fix command. Use whenever a magi command errors or the user asks how to install, migrate, ingest, build the graph, search, write, or run the radar.
wiki_ingest
Ingest new academic papers, notes, or web articles into the raw/ folder of your active topic wiki.
wiki_ingest_ocr
Ingest new academic papers or PDFs into the raw/ folder of your active topic wiki using the local OCR model configured in config.yaml.
wiki_semantic_link
Automatically builds semantic links between concept markdown files by calculating vector similarity using a local Ollama embedding model.
wiki_math_fix
Works through every malformed LaTeX formula in the workspace one at a time — the OCR and PDF-conversion damage that `magi math format` cannot fix mechanically.
wiki_ask
Chat with the knowledge base. Answers user questions by dynamically employing RAG context extraction, graph database queries, and targeted keyword searches to provide cited, hallucination-free answers.
wiki_audit
Audit the compiled wiki pages to cross-check statements, highlight scientific contradictions, and output theses using a Map-Reduce architecture.
wiki_compile
Compile raw sources into detailed, Obsidian-compatible, interlinked Markdown pages under wiki/ references/ and concepts/.
wiki_concept_sync
Deduplicates concepts, splits overly broad concepts, and synthesizes multi-source concept definitions by dynamically searching and analyzing all papers that reference them.
wiki_enrich
Act as a Concept Miner to inspect compiled papers, check concept linkage density, and spawn subagents to extract missing mathematical and physical concepts.
wiki_research
Spawn parallel academic subagents to perform multi-perspective research on a given query and compile a detailed synthesis report.
wiki_tag_sync
Deduplicates, normalizes, and reduces sprawling tags and aliases across the knowledge graph using a Map-Reduce architecture.
wiki_inbox
Put papers into a knowledge base from whatever the user has — an arXiv link, a journal page, a DOI, a citation, or a screenshot. Identifies each one, queues it, runs the deterministic ingest pipeline, and hands the batch back for approval.
magi
Entry point for a MAGI research project: run magi next, do what it says, and call the skill it names.
wiki_graph_index
Extract Obsidian-style relationships (wikilinks, tags, aliases) into a structured AI-friendly SQLite graph database.
wiki_init
Initialize a new topic workspace folder with standard raw/, wiki/, inbox/, and output/ directories.
wiki_draft
Write paper drafts inside the workspace: drafts/ convention, evidence-backed writing with magi search, citation export with magi bib, and LaTeX export.
radar_review
Triage a literature-radar digest: judge each candidate against what this project is actually doing, and queue only what earns it.
ask
Answer a question from this project's own knowledge — retrieved, read and cited, never from memory.
compile
Compile raw sources into dense, interlinked reference and concept cards, and mine the concepts a compiled card left implicit.
draft
Write in drafts/ against the project: grounded prose, exported citations, and the derivation a proposition points at.
ingest
Turn whatever the human has — a PDF, a link, a DOI, a screenshot of a citation — into raw/ sources this project can compile.
research
Investigate a question across the project from several angles at once, verify what comes back, and land it as propositions plus at most one synthesis.
tidy
Repair what the mechanical passes cannot: broken LaTeX from conversion, sprawling tags, and concepts that are secretly the same concept.
adopt
Take a folder that already holds research — papers, notes, code, half-written drafts — into MAGI, without breaking what is already there.
wiki_hub_init
Initialize a central Hub directory for managing multiple topic wikis.
wiki_hub_manager
Manage topics in the central Hub: route slugs to paths, list topics, and archive or restore topics.
wiki_lint
Statically check and repair double-bracket linkages and frontmatter within your compiled wiki directory.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.